{"id":"W3033523366","doi":"10.1002/9781119389231.ch8","title":"Convex‐Probe Ultrasonography in Flexible Bronchoscopy","year":2020,"lang":"en","type":"other","venue":"","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Endobronchial ultrasound; Bronchoscopy; Radiology; Lung cancer; Endoscopy; Lung cancer staging; Positron emission tomography; Flexible bronchoscopy; Mediastinoscopy; Mediastinum; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001710223,0.0003951314,0.0003644012,0.001409615,0.0002164444,0.0007866979,0.0006643301,0.001237547,0.005567865],"category_scores_gemma":[0.003948463,0.0002664131,0.0003165471,0.0007909868,0.001521556,0.001254131,0.0007998336,0.002196915,0.002355448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006623732,"about_ca_system_score_gemma":0.0007979373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00231468,"about_ca_topic_score_gemma":0.002455856,"domain_scores_codex":[0.9992713,0.0003494818,0.00004087187,0.00007943562,0.0002165388,0.00004237771],"domain_scores_gemma":[0.9984029,0.0009642072,0.0001203075,0.0001193094,0.0002318993,0.000161449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001795699,0.00008508508,0.006208188,0.0008568427,0.00001906673,0.006560009,0.0002648847,0.002025472,0.00686264,0.05528198,0.03153549,0.8901208],"study_design_scores_gemma":[0.00005898294,0.0005717559,0.01622696,0.002855701,0.00004765841,0.08914953,0.0004213502,0.00900005,0.006052513,0.05690806,0.8184975,0.0002099858],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.02397244,0.4763092,0.1824676,0.02154214,0.00742161,0.0002078291,0.0002199528,0.0007380285,0.2871211],"genre_scores_gemma":[0.361537,0.3561651,0.1909367,0.01297806,0.01681281,0.0002403051,0.0003908231,0.0003880692,0.06055117],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005567865,"threshold_uncertainty_score":0.01862639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379614487161968,"score_gpt":0.2877634930591831,"score_spread":0.2739673481875634,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}